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75 predictions

55 red flags

	Timestamp	Session	VIN	Problem	Local Est.	AI Est.	Match	Flag	Feedback
	Mar 09, 2026 18:06	e2265566-3a8...	1FMCU0MN9PU09186	Diagnostic & Inspection > Check Engine Light Diagnostic	$0.00	$185.00	0.0%	Flag	No feedback
Session ID e2265566-3a85-44b1-9da4-3bdcf153ee86 ZIP Code 92260 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 17:54	5caac759-d1c...	JTHBE262365	Interior > Interior Trim Installation	$0.00	$260.00	0.0%	Flag	No feedback
Session ID 5caac759-d1c6-4690-81dc-277f3372bb1e ZIP Code 92260 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 17:53	bddf4046-dfc...	JTHBE262365	Diagnostic & Inspection > Drivability Diagnostic	$0.00	$250.00	0.0%	Flag	No feedback
Session ID bddf4046-dfcf-45b0-a504-e5814c7f86d8 ZIP Code 92260 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 17:53	f60943d2-7a2...	JTHBE262365	Diagnostic & Inspection > Complementary Multi Point Inspection	$0.00	—	—	Clean	No feedback
Session ID f60943d2-7a21-41ef-a006-34eb0871ce47 ZIP Code 92260 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 100.0% DeepSeek Match % — Red Flag Reason AI predictions unavailable — unable to cross-verify. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 17:53	f26d361a-ae5...	JTHBE262365	Diagnostic & Inspection > Advanced Diagnostic and Testing	$0.00	$360.00	0.0%	Flag	No feedback
Session ID f26d361a-ae55-462b-9502-854310b689af ZIP Code 92260 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 17:51	77618b4d-0d5...	JTHBE262365	Body & Underbody > Body Panel Fastener Replacement	$99.37	$139.00	71.5%	Clean	No feedback
Session ID 77618b4d-0d56-492f-b0ff-284f4801515f ZIP Code 92260 Local Range $73.33 — $125.40 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 71.5% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 16:36	3d22cb03-e96...	JTHBE262365	Electrical System > ABS Wiring Repair	$0.00	$575.00	0.0%	Flag	No feedback
Session ID 3d22cb03-e966-4937-80e2-137c79c02a48 ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 16:35	995f7707-cfc...	JTHBE262365	Diagnostic & Inspection > Collision Damage Estimate	$0.00	$250.00	0.0%	Flag	No feedback
Session ID 995f7707-cfc8-45f9-a621-22c1db8577ca ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 16:35	b7f1fb8b-de2...	JTHBE262365	Diagnostic & Inspection > Check Engine Light Diagnostic	$0.00	$250.00	0.0%	Flag	No feedback
Session ID b7f1fb8b-de22-4067-b2b3-a53a5a87369d ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 16:34	560b92e4-58b...	JTHBE262365	Cooling System > Coolant Drain Plug Gasket Replacement	$0.00	$255.00	0.0%	Flag	No feedback
Session ID 560b92e4-58bd-49bc-95d1-961fc99b12a8 ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 16:33	aa2c2a64-25c...	JTHBE262365	Cooling System > Coolant Bleeder Valve Replacement	$0.00	$250.00	0.0%	Flag	No feedback
Session ID aa2c2a64-25cb-474a-8470-186e8401a6a3 ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 14:30	94b86dd2-3bb...	1FMCU0MN9PU09186	Body & Underbody > Body Plug Replacement	$0.00	$175.00	0.0%	Flag	No feedback
Session ID 94b86dd2-3bb3-4cf5-b1d7-da4e4045df08 ZIP Code 92260 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 14:19	705c0e15-f8f...	1FMCU0MN9PU09186	Cooling System > Coolant Additive Service	$0.00	$134.50	0.0%	Flag	No feedback
Session ID 705c0e15-f8f4-4d45-9532-779f85ad8603 ZIP Code 92260 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 13:55	ef45ff45-ba2...	1FMCU0MN9PU09186	Body & Underbody > Body Panel Fastener Replacement	$0.00	$220.00	0.0%	Flag	No feedback
Session ID ef45ff45-ba2c-49b0-a9a7-b2beca34c0ee ZIP Code 92260 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 13:05	d4563497-2dc...	1FMCU0MN9PU09186	Exhaust System	$179.96	$242.50	74.2%	Clean	No feedback
Session ID d4563497-2dcf-4ab6-b468-88bb6c007af2 ZIP Code 92260 Local Range $138.02 — $221.90 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 74.2% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 13:04	b18c26b0-21d...	1FMCU0MN9PU09186	4446	$0.00	$225.00	0.0%	Flag	No feedback
Session ID b18c26b0-21dd-4332-a82a-a78ed88692b7 ZIP Code 92260 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 12:51	e2ab42c4-c58...	1FMCU0MN9PU09186	Body & Underbody > Paint & Finish Repair	$96.28	$400.00	24.1%	Flag	No feedback
Session ID e2ab42c4-c581-4122-b64d-9dfa98f9a9b1 ZIP Code 92260 Local Range $96.28 — $96.28 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 24.1% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 12:36	16b54163-c8d...	3GNCJNSB9LL	Exhaust System	$77.63	$335.00	23.2%	Flag	No feedback
Session ID 16b54163-c8db-405f-b8e9-2c9d40064a9f ZIP Code 90210 Local Range $77.63 — $77.63 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 23.2% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 12:31	7d0075d8-9dd...	3GNCJNSB9LL	Body & Underbody > Grille Replacement	$0.00	$445.00	0.0%	Flag	No feedback
Session ID 7d0075d8-9dd0-4cf4-a065-d9f43b3e4a67 ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Repair data seeded from AI prediction — no reliable local data available. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 11:28	a457872a-8cb...	3GNCJNSB9LL	Body & Underbody > Hatchback & Hood Latch Repair	$189.10	$295.00	64.1%	Clean	No feedback
Session ID a457872a-8cbc-4ce5-ab8f-41ca716c74a4 ZIP Code 98367 Local Range $189.10 — $189.10 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 64.1% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 11:26	d78d2224-456...	3GNCJNSB9LL	Body & Underbody > Exterior Cleaning	$43.03	$43.25	99.5%	Clean	No feedback
Session ID d78d2224-4568-4249-8940-a49f5429f92d ZIP Code 98367 Local Range $31.15 — $54.90 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 99.5% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 09, 2026 11:17	d58f02e3-974...	3GNCJNSB9LL	Body & Underbody > Door Repair	$207.58	$242.50	85.6%	Clean	No feedback
Session ID d58f02e3-974b-4436-9306-8ab60170b8a8 ZIP Code 98367 Local Range $207.58 — $207.58 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 85.6% DeepSeek Match % — AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:46	bb0ec1bb-870...	5XYP34HCXLG	Body & Underbody > Body Panel Replacement	$82.74	$1,500.00	5.5%	Flag	No feedback
Session ID bb0ec1bb-8700-47b2-a052-6c8ef04667c9 ZIP Code 32506 Local Range $82.74 — $82.74 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 5.5% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:40	58d65c29-c4b...	2HKRW2H86MH	Body & Underbody > Body Panel Replacement	$0.00	$1,225.00	0.0%	Flag	No feedback
Session ID 58d65c29-c4bf-45b9-b429-e05c78837ee1 ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek
	Mar 06, 2026 12:23	9aa3b042-3b1...	3GNCJNSB9LL	Body & Underbody > Door Lock Repair	$0.00	$425.00	0.0%	Flag	No feedback
Session ID 9aa3b042-3b10-4e98-b5c7-4bf87547b2b7 ZIP Code 98367 Local Range $0.00 — $0.00 AI Range — AI Confidence — DeepSeek Estimate — Gemini Match % 0.0% DeepSeek Match % — Red Flag Reason Local estimate appears unrealistically low compared to the aggregated AI prediction. AI Reasoning Aggregated from Gemini and DeepSeek

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Prediction History

Source Data — Repair Transaction Details